Objective: assess racial-ethnic mix in adolescent suicides and contrast with overall suicides.
Other research questions: evolution of the racial-ethnic distribution of adolescent suicides over time (+ relative to the proportion of the population in that age group)
In parallel: evolution of the racial-ethnic distribution of overall suicides and adult suicides (20+) over time (+ relative to the proportion of the US population -- overall or 20+)
For now, we can focus on the national level.
However, we could also assess whether differences among racial-ethnic subgroups are more pronounced in certain HHS regions and/or states.
Along these lines, health journalists at CNN, US News, and NBC were most interested in the racial-ethnic mix in the 5 states with a stat. sig. increase in the absolute number of suicides + proportion outcome as well as California (stat. sig. increase in the proportion outcome only).
Data extraction :
CDC Wonder, Provisional Mortality Statistics, 2018 through Last Month Request & Current Final Multiple Cause of Death Data
Groupby: Residence HHS Regions, Gender, Year, Single Race 6, Hispanic Origin
Cause of death: Intentional self-harm
7 files:
Years after 2010
# Run this code to keep plotly figures when exporting the notebook in HTML
import plotly
plotly.offline.init_notebook_mode()
from wonder_utils import SuicideData
sd = SuicideData() # or? reject_list=["More than one race", "Not Stated"]
plot_params = {"x": "year",
"color": "gender",
"by": "age_strat",
"scatter": False,
"rows": 1,
"data_slice": {"age_strat": "10-19"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}}}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "Gender"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among adolescents (10-19)"
kwargs["plot_filename"] = f"adolescents_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among adolescents (10-19)"
kwargs["plot_filename"] = f"adolescents_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among adolescents (10-19)"
kwargs["plot_filename"] = f"adolescents_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params = {"x": "year",
"color": "ethnicity",
"by": "age_strat",
"scatter": False,
"rows": 1,
"data_slice": {"age_strat": "10-19"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}}}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "Ethnicity"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among adolescents (10-19)"
kwargs["plot_filename"] = f"adolescents_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among adolescents (10-19)"
kwargs["plot_filename"] = f"adolescents_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among adolescents (10-19)"
kwargs["plot_filename"] = f"adolescents_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params = {"x": "year",
"color": "race",
"by": "age_strat",
"scatter": False,
"rows": 1,
"data_slice": {"age_strat": "10-19"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}}}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "Race"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among adolescents (10-19)"
kwargs["plot_filename"] = f"adolescents_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among adolescents (10-19)"
kwargs["plot_filename"] = f"adolescents_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among adolescents (10-19)"
kwargs["plot_filename"] = f"adolescents_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params = {"x": "year",
"color": "ethno_race_4_cat",
"by": "age_strat",
"scatter": False,
"rows": 1,
"data_slice": {"age_strat": "10-19"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}}}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "Race-Ethnicity"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among adolescents (10-19)"
kwargs["plot_filename"] = f"adolescents_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among adolescents (10-19)"
kwargs["plot_filename"] = f"adolescents_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among adolescents (10-19)"
kwargs["plot_filename"] = f"adolescents_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params = {"x": "year",
"color": "gender",
"by": "age_strat",
"scatter": False,
"rows": 1,
"data_slice": {"age_strat": "20-64"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}}}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "Gender"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among working-age adults (20-64)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among working-age adults (20-64)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among working-age adults (20-64)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
plot_params["y"] = "age_adjusted_rate"
kwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (20-64)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
'\nplot_params["y"] = "age_adjusted_rate"\nkwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (20-64)"\nkwargs["plot_filename"] = f"working-age_{plot_params[\'color\']}_{plot_params[\'y\']}"\nplot_params.update(kwargs)\n\nsd.plot(**plot_params\n )\n'
plot_params = {"x": "year",
"color": "ethnicity",
"by": "age_strat",
"scatter": False,
"rows": 1,
"data_slice": {"age_strat": "20-64"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}}}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "Ethnicity"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among working-age adults (20-64)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among working-age adults (20-64)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among working-age adults (20-64)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
plot_params["y"] = "age_adjusted_rate"
kwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (20-64)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
'\nplot_params["y"] = "age_adjusted_rate"\nkwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (20-64)"\nkwargs["plot_filename"] = f"working-age_{plot_params[\'color\']}_{plot_params[\'y\']}"\nplot_params.update(kwargs)\n\nsd.plot(**plot_params\n )\n'
plot_params = {"x": "year",
"color": "race",
"by": "age_strat",
"scatter": False,
"rows": 1,
"data_slice": {"age_strat": "20-64"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}}}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "Race"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among working-age adults (20-64)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among working-age adults (20-64)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among working-age adults (20-64)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
plot_params["y"] = "age_adjusted_rate"
kwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (20-64)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
'\nplot_params["y"] = "age_adjusted_rate"\nkwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (20-64)"\nkwargs["plot_filename"] = f"working-age_{plot_params[\'color\']}_{plot_params[\'y\']}"\nplot_params.update(kwargs)\n\nsd.plot(**plot_params\n )\n'
plot_params = {"x": "year",
"color": "ethno_race_4_cat",
"by": "age_strat",
"scatter": False,
"rows": 1,
"data_slice": {"age_strat": "20-64"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}}}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "Race-Ethnicity"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among working-age adults (20-64)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among working-age adults (20-64)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among working-age adults (20-64)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
plot_params["y"] = "age_adjusted_rate"
kwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (20-64)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
'\nplot_params["y"] = "age_adjusted_rate"\nkwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (20-64)"\nkwargs["plot_filename"] = f"working-age_{plot_params[\'color\']}_{plot_params[\'y\']}"\nplot_params.update(kwargs)\n\nsd.plot(**plot_params\n )\n'
plot_params = {"x": "year",
"color": "gender",
"by": "age_strat",
"scatter": False,
"rows": 1,
"data_slice": {"age_strat": "65plus"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}}}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "Gender"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among working-age adults (65+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among working-age adults (65+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among working-age adults (65+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
plot_params["y"] = "age_adjusted_rate"
kwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (65+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
'\nplot_params["y"] = "age_adjusted_rate"\nkwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (65+)"\nkwargs["plot_filename"] = f"working-age_{plot_params[\'color\']}_{plot_params[\'y\']}"\nplot_params.update(kwargs)\n\nsd.plot(**plot_params\n )\n'
plot_params = {"x": "year",
"color": "ethnicity",
"by": "age_strat",
"scatter": False,
"rows": 1,
"data_slice": {"age_strat": "65plus"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}}}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "Ethnicity"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among working-age adults (65+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among working-age adults (65+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among working-age adults (65+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
plot_params["y"] = "age_adjusted_rate"
kwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (65+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
'\nplot_params["y"] = "age_adjusted_rate"\nkwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (65+)"\nkwargs["plot_filename"] = f"working-age_{plot_params[\'color\']}_{plot_params[\'y\']}"\nplot_params.update(kwargs)\n\nsd.plot(**plot_params\n )\n'
plot_params = {"x": "year",
"color": "race",
"by": "age_strat",
"scatter": False,
"rows": 1,
"data_slice": {"age_strat": "65plus"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}}}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "Race"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among working-age adults (65+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among working-age adults (65+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among working-age adults (65+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
plot_params["y"] = "age_adjusted_rate"
kwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (65+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
'\nplot_params["y"] = "age_adjusted_rate"\nkwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (65+)"\nkwargs["plot_filename"] = f"working-age_{plot_params[\'color\']}_{plot_params[\'y\']}"\nplot_params.update(kwargs)\n\nsd.plot(**plot_params\n )\n'
plot_params = {"x": "year",
"color": "ethno_race_4_cat",
"by": "age_strat",
"scatter": False,
"rows": 1,
"data_slice": {"age_strat": "65plus"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}}}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "Race-Ethnicity"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among working-age adults (65+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among working-age adults (65+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among working-age adults (65+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
plot_params["y"] = "age_adjusted_rate"
kwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (65+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
'\nplot_params["y"] = "age_adjusted_rate"\nkwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (65+)"\nkwargs["plot_filename"] = f"working-age_{plot_params[\'color\']}_{plot_params[\'y\']}"\nplot_params.update(kwargs)\n\nsd.plot(**plot_params\n )\n'
plot_params = {"x": "year",
"color": "gender",
"by": "age_strat",
"scatter": False,
"rows": 1,
"data_slice": {"age_strat": "20plus"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}}}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "Gender"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among working-age adults (20+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among working-age adults (20+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among working-age adults (20+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
plot_params["y"] = "age_adjusted_rate"
kwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (20+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
'\nplot_params["y"] = "age_adjusted_rate"\nkwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (20+)"\nkwargs["plot_filename"] = f"working-age_{plot_params[\'color\']}_{plot_params[\'y\']}"\nplot_params.update(kwargs)\n\nsd.plot(**plot_params\n )\n'
plot_params = {"x": "year",
"color": "ethnicity",
"by": "age_strat",
"scatter": False,
"rows": 1,
"data_slice": {"age_strat": "20plus"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}}}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "Ethnicity"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among working-age adults (20+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among working-age adults (20+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among working-age adults (20+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
plot_params["y"] = "age_adjusted_rate"
kwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (20+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
'\nplot_params["y"] = "age_adjusted_rate"\nkwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (20+)"\nkwargs["plot_filename"] = f"working-age_{plot_params[\'color\']}_{plot_params[\'y\']}"\nplot_params.update(kwargs)\n\nsd.plot(**plot_params\n )\n'
plot_params = {"x": "year",
"color": "race",
"by": "age_strat",
"scatter": False,
"rows": 1,
"data_slice": {"age_strat": "20plus"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}}}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "Race"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among working-age adults (20+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among working-age adults (20+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among working-age adults (20+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
plot_params["y"] = "age_adjusted_rate"
kwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (20+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
'\nplot_params["y"] = "age_adjusted_rate"\nkwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (20+)"\nkwargs["plot_filename"] = f"working-age_{plot_params[\'color\']}_{plot_params[\'y\']}"\nplot_params.update(kwargs)\n\nsd.plot(**plot_params\n )\n'
plot_params = {"x": "year",
"color": "ethno_race_4_cat",
"by": "age_strat",
"scatter": False,
"rows": 1,
"data_slice": {"age_strat": "20plus"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}}}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "Race-Ethnicity"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among working-age adults (20+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among working-age adults (20+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among working-age adults (20+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
plot_params["y"] = "age_adjusted_rate"
kwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (20+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
'\nplot_params["y"] = "age_adjusted_rate"\nkwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (20+)"\nkwargs["plot_filename"] = f"working-age_{plot_params[\'color\']}_{plot_params[\'y\']}"\nplot_params.update(kwargs)\n\nsd.plot(**plot_params\n )\n'
plot_params = {"x": "year",
"color": "gender",
"by": "age_strat",
"scatter": False,
"rows": 1,
"data_slice": {"age_strat": "Overall"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}}}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "Gender"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among working-age adults (all age groups)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among working-age adults (all age groups)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among working-age adults (all age groups)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
plot_params["y"] = "age_adjusted_rate"
kwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (all age groups)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
'\nplot_params["y"] = "age_adjusted_rate"\nkwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (all age groups)"\nkwargs["plot_filename"] = f"working-age_{plot_params[\'color\']}_{plot_params[\'y\']}"\nplot_params.update(kwargs)\n\nsd.plot(**plot_params\n )\n'
plot_params = {"x": "year",
"color": "ethnicity",
"by": "age_strat",
"scatter": False,
"rows": 1,
"data_slice": {"age_strat": "Overall"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}}}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "Ethnicity"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among working-age adults (all age groups)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among working-age adults (all age groups)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among working-age adults (all age groups)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
plot_params["y"] = "age_adjusted_rate"
kwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (all age groups)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
'\nplot_params["y"] = "age_adjusted_rate"\nkwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (all age groups)"\nkwargs["plot_filename"] = f"working-age_{plot_params[\'color\']}_{plot_params[\'y\']}"\nplot_params.update(kwargs)\n\nsd.plot(**plot_params\n )\n'
plot_params = {"x": "year",
"color": "race",
"by": "age_strat",
"scatter": False,
"rows": 1,
"data_slice": {"age_strat": "Overall"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}}}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "Race"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among working-age adults (all age groups)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among working-age adults (all age groups)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among working-age adults (all age groups)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
plot_params["y"] = "age_adjusted_rate"
kwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (all age groups)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
'\nplot_params["y"] = "age_adjusted_rate"\nkwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (all age groups)"\nkwargs["plot_filename"] = f"working-age_{plot_params[\'color\']}_{plot_params[\'y\']}"\nplot_params.update(kwargs)\n\nsd.plot(**plot_params\n )\n'
plot_params = {"x": "year",
"color": "ethno_race_4_cat",
"by": "age_strat",
"scatter": False,
"rows": 1,
"data_slice": {"age_strat": "Overall"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}}}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "Race-Ethnicity"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among working-age adults (all age groups)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among working-age adults (all age groups)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among working-age adults (all age groups)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
plot_params["y"] = "age_adjusted_rate"
kwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (all age groups)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
'\nplot_params["y"] = "age_adjusted_rate"\nkwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (all age groups)"\nkwargs["plot_filename"] = f"working-age_{plot_params[\'color\']}_{plot_params[\'y\']}"\nplot_params.update(kwargs)\n\nsd.plot(**plot_params\n )\n'
plot_params = {"x": "year",
"color": "gender",
"by": "hhs",
"scatter": False,
"rows": 2,
"data_slice": {"age_strat": "10-19"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}},
"by_list": [f"HHS{i}" for i in range(1, 11)]}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "Gender"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among adolescents (10-19)"
kwargs["plot_filename"] = f"adolescents_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among adolescents (10-19)"
kwargs["plot_filename"] = f"adolescents_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among adolescents adults (10-19)"
kwargs["plot_filename"] = f"adolescents_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params = {"x": "year",
"color": "ethnicity",
"by": "hhs",
"scatter": False,
"rows": 2,
"data_slice": {"age_strat": "10-19"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}},
"by_list": [f"HHS{i}" for i in range(1, 11)]}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "Ethnicity"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among adolescents (10-19)"
kwargs["plot_filename"] = f"adolescents_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among adolescents (10-19)"
kwargs["plot_filename"] = f"adolescents_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among adolescents adults (10-19)"
kwargs["plot_filename"] = f"adolescents_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params = {"x": "year",
"color": "race",
"by": "hhs",
"scatter": False,
"rows": 2,
"data_slice": {"age_strat": "10-19"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}},
"by_list": [f"HHS{i}" for i in range(1, 11)]}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "Race"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among adolescents (10-19)"
kwargs["plot_filename"] = f"adolescents_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among adolescents (10-19)"
kwargs["plot_filename"] = f"adolescents_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among adolescents adults (10-19)"
kwargs["plot_filename"] = f"adolescents_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params = {"x": "year",
"color": "ethno_race_4_cat",
"by": "hhs",
"scatter": False,
"rows": 2,
"data_slice": {"age_strat": "10-19"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}},
"by_list": [f"HHS{i}" for i in range(1, 11)]}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "Race-Ethnicity"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among adolescents (10-19)"
kwargs["plot_filename"] = f"adolescents_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among adolescents (10-19)"
kwargs["plot_filename"] = f"adolescents_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among adolescents adults (10-19)"
kwargs["plot_filename"] = f"adolescents_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params = {"x": "year",
"color": "gender",
"by": "hhs",
"scatter": False,
"rows": 2,
"data_slice": {"age_strat": "20-64"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}},
"by_list": [f"HHS{i}" for i in range(1, 11)]}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "Gender"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among working-age adults (20-64)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among working-age adults (20-64)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among working-age adults (20-64)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
plot_params["y"] = "age_adjusted_rate"
kwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (20-64)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
'\nplot_params["y"] = "age_adjusted_rate"\nkwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (20-64)"\nkwargs["plot_filename"] = f"working-age_{plot_params[\'color\']}_{plot_params[\'y\']}"\nplot_params.update(kwargs)\n\nsd.plot(**plot_params\n )\n'
plot_params = {"x": "year",
"color": "ethnicity",
"by": "hhs",
"scatter": False,
"rows": 2,
"data_slice": {"age_strat": "20-64"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}},
"by_list": [f"HHS{i}" for i in range(1, 11)]}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "Ethnicity"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among working-age adults (20-64)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among working-age adults (20-64)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among working-age adults (20-64)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
plot_params["y"] = "age_adjusted_rate"
kwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (20-64)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
'\nplot_params["y"] = "age_adjusted_rate"\nkwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (20-64)"\nkwargs["plot_filename"] = f"working-age_{plot_params[\'color\']}_{plot_params[\'y\']}"\nplot_params.update(kwargs)\n\nsd.plot(**plot_params\n )\n'
plot_params = {"x": "year",
"color": "race",
"by": "hhs",
"scatter": False,
"rows": 2,
"data_slice": {"age_strat": "20-64"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}},
"by_list": [f"HHS{i}" for i in range(1, 11)]}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "Race"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among working-age adults (20-64)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among working-age adults (20-64)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among working-age adults (20-64)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
plot_params["y"] = "age_adjusted_rate"
kwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (20-64)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
'\nplot_params["y"] = "age_adjusted_rate"\nkwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (20-64)"\nkwargs["plot_filename"] = f"working-age_{plot_params[\'color\']}_{plot_params[\'y\']}"\nplot_params.update(kwargs)\n\nsd.plot(**plot_params\n )\n'
plot_params = {"x": "year",
"color": "ethno_race_4_cat",
"by": "hhs",
"scatter": False,
"rows": 2,
"data_slice": {"age_strat": "20-64"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}},
"by_list": [f"HHS{i}" for i in range(1, 11)]}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "Race-Ethnicity"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among working-age adults (20-64)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among working-age adults (20-64)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among working-age adults (20-64)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
plot_params["y"] = "age_adjusted_rate"
kwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (20-64)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
'\nplot_params["y"] = "age_adjusted_rate"\nkwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (20-64)"\nkwargs["plot_filename"] = f"working-age_{plot_params[\'color\']}_{plot_params[\'y\']}"\nplot_params.update(kwargs)\n\nsd.plot(**plot_params\n )\n'
plot_params = {"x": "year",
"color": "gender",
"by": "hhs",
"scatter": False,
"rows": 2,
"data_slice": {"age_strat": "65plus"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}},
"by_list": [f"HHS{i}" for i in range(1, 11)]}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "Gender"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among working-age adults (65+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among working-age adults (65+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among working-age adults (65+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
plot_params["y"] = "age_adjusted_rate"
kwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (65+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
'\nplot_params["y"] = "age_adjusted_rate"\nkwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (65+)"\nkwargs["plot_filename"] = f"working-age_{plot_params[\'color\']}_{plot_params[\'y\']}"\nplot_params.update(kwargs)\n\nsd.plot(**plot_params\n )\n'
plot_params = {"x": "year",
"color": "ethnicity",
"by": "hhs",
"scatter": False,
"rows": 2,
"data_slice": {"age_strat": "65plus"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}},
"by_list": [f"HHS{i}" for i in range(1, 11)]}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "Ethnicity"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among working-age adults (65+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among working-age adults (65+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among working-age adults (65+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
plot_params["y"] = "age_adjusted_rate"
kwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (65+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
'\nplot_params["y"] = "age_adjusted_rate"\nkwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (65+)"\nkwargs["plot_filename"] = f"working-age_{plot_params[\'color\']}_{plot_params[\'y\']}"\nplot_params.update(kwargs)\n\nsd.plot(**plot_params\n )\n'
plot_params = {"x": "year",
"color": "race",
"by": "hhs",
"scatter": False,
"rows": 2,
"data_slice": {"age_strat": "65plus"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}},
"by_list": [f"HHS{i}" for i in range(1, 11)]}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "Race"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among working-age adults (65+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among working-age adults (65+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among working-age adults (65+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
plot_params["y"] = "age_adjusted_rate"
kwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (65+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
'\nplot_params["y"] = "age_adjusted_rate"\nkwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (65+)"\nkwargs["plot_filename"] = f"working-age_{plot_params[\'color\']}_{plot_params[\'y\']}"\nplot_params.update(kwargs)\n\nsd.plot(**plot_params\n )\n'
plot_params = {"x": "year",
"color": "ethno_race_4_cat",
"by": "hhs",
"scatter": False,
"rows": 2,
"data_slice": {"age_strat": "65plus"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}},
"by_list": [f"HHS{i}" for i in range(1, 11)]}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "Race-Ethnicity"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among working-age adults (65+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among working-age adults (65+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among working-age adults (65+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
plot_params["y"] = "age_adjusted_rate"
kwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (65+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
'\nplot_params["y"] = "age_adjusted_rate"\nkwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (65+)"\nkwargs["plot_filename"] = f"working-age_{plot_params[\'color\']}_{plot_params[\'y\']}"\nplot_params.update(kwargs)\n\nsd.plot(**plot_params\n )\n'
plot_params = {"x": "year",
"color": "gender",
"by": "hhs",
"scatter": False,
"rows": 2,
"data_slice": {"age_strat": "20plus"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}},
"by_list": [f"HHS{i}" for i in range(1, 11)]}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "Gender"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among working-age adults (20+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among working-age adults (20+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among working-age adults (20+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
plot_params["y"] = "age_adjusted_rate"
kwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (20+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
'\nplot_params["y"] = "age_adjusted_rate"\nkwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (20+)"\nkwargs["plot_filename"] = f"working-age_{plot_params[\'color\']}_{plot_params[\'y\']}"\nplot_params.update(kwargs)\n\nsd.plot(**plot_params\n )\n'
plot_params = {"x": "year",
"color": "ethnicity",
"by": "hhs",
"scatter": False,
"rows": 2,
"data_slice": {"age_strat": "20plus"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}},
"by_list": [f"HHS{i}" for i in range(1, 11)]}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "Ethnicity"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among working-age adults (20+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among working-age adults (20+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among working-age adults (20+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
plot_params["y"] = "age_adjusted_rate"
kwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (20+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
'\nplot_params["y"] = "age_adjusted_rate"\nkwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (20+)"\nkwargs["plot_filename"] = f"working-age_{plot_params[\'color\']}_{plot_params[\'y\']}"\nplot_params.update(kwargs)\n\nsd.plot(**plot_params\n )\n'
plot_params = {"x": "year",
"color": "race",
"by": "hhs",
"scatter": False,
"rows": 2,
"data_slice": {"age_strat": "20plus"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}},
"by_list": [f"HHS{i}" for i in range(1, 11)]}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "Race"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among working-age adults (20+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among working-age adults (20+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among working-age adults (20+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
plot_params["y"] = "age_adjusted_rate"
kwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (20+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
'\nplot_params["y"] = "age_adjusted_rate"\nkwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (20+)"\nkwargs["plot_filename"] = f"working-age_{plot_params[\'color\']}_{plot_params[\'y\']}"\nplot_params.update(kwargs)\n\nsd.plot(**plot_params\n )\n'
plot_params = {"x": "year",
"color": "ethno_race_4_cat",
"by": "hhs",
"scatter": False,
"rows": 2,
"data_slice": {"age_strat": "20plus"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}},
"by_list": [f"HHS{i}" for i in range(1, 11)]}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "Race-Ethnicity"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among working-age adults (20+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among working-age adults (20+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among working-age adults (20+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
plot_params["y"] = "age_adjusted_rate"
kwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (20+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
'\nplot_params["y"] = "age_adjusted_rate"\nkwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (20+)"\nkwargs["plot_filename"] = f"working-age_{plot_params[\'color\']}_{plot_params[\'y\']}"\nplot_params.update(kwargs)\n\nsd.plot(**plot_params\n )\n'
plot_params = {"x": "year",
"color": "gender",
"by": "hhs",
"scatter": False,
"rows": 2,
"data_slice": {"age_strat": "Overall"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}},
"by_list": [f"HHS{i}" for i in range(1, 11)]}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "Gender"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among working-age adults (all age groups)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among working-age adults (all age groups)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among working-age adults (all age groups)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
plot_params["y"] = "age_adjusted_rate"
kwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (all age groups)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
'\nplot_params["y"] = "age_adjusted_rate"\nkwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (all age groups)"\nkwargs["plot_filename"] = f"working-age_{plot_params[\'color\']}_{plot_params[\'y\']}"\nplot_params.update(kwargs)\n\nsd.plot(**plot_params\n )\n'
plot_params = {"x": "year",
"color": "ethnicity",
"by": "hhs",
"scatter": False,
"rows": 2,
"data_slice": {"age_strat": "Overall"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}},
"by_list": [f"HHS{i}" for i in range(1, 11)]}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "Ethnicity"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among working-age adults (all age groups)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among working-age adults (all age groups)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among working-age adults (all age groups)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
plot_params["y"] = "age_adjusted_rate"
kwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (all age groups)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
'\nplot_params["y"] = "age_adjusted_rate"\nkwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (all age groups)"\nkwargs["plot_filename"] = f"working-age_{plot_params[\'color\']}_{plot_params[\'y\']}"\nplot_params.update(kwargs)\n\nsd.plot(**plot_params\n )\n'
plot_params = {"x": "year",
"color": "race",
"by": "hhs",
"scatter": False,
"rows": 2,
"data_slice": {"age_strat": "Overall"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}},
"by_list": [f"HHS{i}" for i in range(1, 11)]}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "Race"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among working-age adults (all age groups)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among working-age adults (all age groups)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among working-age adults (all age groups)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
plot_params["y"] = "age_adjusted_rate"
kwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (all age groups)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
'\nplot_params["y"] = "age_adjusted_rate"\nkwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (all age groups)"\nkwargs["plot_filename"] = f"working-age_{plot_params[\'color\']}_{plot_params[\'y\']}"\nplot_params.update(kwargs)\n\nsd.plot(**plot_params\n )\n'
plot_params = {"x": "year",
"color": "ethno_race_4_cat",
"by": "hhs",
"scatter": False,
"rows": 2,
"data_slice": {"age_strat": "Overall"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}},
"by_list": [f"HHS{i}" for i in range(1, 11)]}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "Race-Ethnicity"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among working-age adults (all age groups)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among working-age adults (all age groups)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among working-age adults (all age groups)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
plot_params["y"] = "age_adjusted_rate"
kwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (all age groups)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
'\nplot_params["y"] = "age_adjusted_rate"\nkwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (all age groups)"\nkwargs["plot_filename"] = f"working-age_{plot_params[\'color\']}_{plot_params[\'y\']}"\nplot_params.update(kwargs)\n\nsd.plot(**plot_params\n )\n'
plot_params = {"x": "year",
"color": "hhs",
"by": "gender",
"scatter": False,
"rows": 1,
"data_slice": {"age_strat": "10-19"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}}}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "HHS Region"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among adolescents (10-19)"
kwargs["plot_filename"] = f"adolescents_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among adolescents (10-19)"
kwargs["plot_filename"] = f"adolescents_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among adolescents (10-19)"
kwargs["plot_filename"] = f"adolescents_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params = {"x": "year",
"color": "hhs",
"by": "ethnicity",
"scatter": False,
"rows": 1,
"data_slice": {"age_strat": "10-19"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}}}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "HHS Region"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among adolescents (10-19)"
kwargs["plot_filename"] = f"adolescents_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among adolescents (10-19)"
kwargs["plot_filename"] = f"adolescents_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among adolescents (10-19)"
kwargs["plot_filename"] = f"adolescents_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params = {"x": "year",
"color": "hhs",
"by": "race",
"scatter": False,
"rows": 1,
"data_slice": {"age_strat": "10-19"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}}}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "HHS Region"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among adolescents (10-19)"
kwargs["plot_filename"] = f"adolescents_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among adolescents (10-19)"
kwargs["plot_filename"] = f"adolescents_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among adolescents (10-19)"
kwargs["plot_filename"] = f"adolescents_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params = {"x": "year",
"color": "hhs",
"by": "ethno_race_4_cat",
"scatter": False,
"rows": 1,
"data_slice": {"age_strat": "10-19"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}}}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "HHS Region"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among adolescents (10-19)"
kwargs["plot_filename"] = f"adolescents_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among adolescents (10-19)"
kwargs["plot_filename"] = f"adolescents_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among adolescents (10-19)"
kwargs["plot_filename"] = f"adolescents_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params = {"x": "year",
"color": "hhs",
"by": "gender",
"scatter": False,
"rows": 1,
"data_slice": {"age_strat": "20-64"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}}}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "HHS Region"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among working-age adults (20-64)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among working-age adults (20-64)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among working-age adults (20-64)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
plot_params["y"] = "age_adjusted_rate"
kwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (20-64)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
'\nplot_params["y"] = "age_adjusted_rate"\nkwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (20-64)"\nkwargs["plot_filename"] = f"working-age_{plot_params[\'color\']}_{plot_params[\'y\']}"\nplot_params.update(kwargs)\n\nsd.plot(**plot_params\n )\n'
plot_params = {"x": "year",
"color": "hhs",
"by": "ethnicity",
"scatter": False,
"rows": 1,
"data_slice": {"age_strat": "20-64"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}}}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "HHS Region"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among working-age adults (20-64)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among working-age adults (20-64)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among working-age adults (20-64)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
plot_params["y"] = "age_adjusted_rate"
kwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (20-64)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
'\nplot_params["y"] = "age_adjusted_rate"\nkwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (20-64)"\nkwargs["plot_filename"] = f"working-age_{plot_params[\'color\']}_{plot_params[\'y\']}"\nplot_params.update(kwargs)\n\nsd.plot(**plot_params\n )\n'
plot_params = {"x": "year",
"color": "hhs",
"by": "race",
"scatter": False,
"rows": 1,
"data_slice": {"age_strat": "20-64"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}}}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "HHS Region"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among working-age adults (20-64)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among working-age adults (20-64)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among working-age adults (20-64)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
plot_params["y"] = "age_adjusted_rate"
kwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (20-64)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
'\nplot_params["y"] = "age_adjusted_rate"\nkwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (20-64)"\nkwargs["plot_filename"] = f"working-age_{plot_params[\'color\']}_{plot_params[\'y\']}"\nplot_params.update(kwargs)\n\nsd.plot(**plot_params\n )\n'
plot_params = {"x": "year",
"color": "hhs",
"by": "ethno_race_4_cat",
"scatter": False,
"rows": 1,
"data_slice": {"age_strat": "20-64"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}}}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "HHS Region"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among working-age adults (20-64)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among working-age adults (20-64)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among working-age adults (20-64)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
plot_params["y"] = "age_adjusted_rate"
kwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (20-64)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
'\nplot_params["y"] = "age_adjusted_rate"\nkwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (20-64)"\nkwargs["plot_filename"] = f"working-age_{plot_params[\'color\']}_{plot_params[\'y\']}"\nplot_params.update(kwargs)\n\nsd.plot(**plot_params\n )\n'
plot_params = {"x": "year",
"color": "hhs",
"by": "gender",
"scatter": False,
"rows": 1,
"data_slice": {"age_strat": "65plus"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}}}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "HHS Region"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among working-age adults (65+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among working-age adults (65+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among working-age adults (65+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
plot_params["y"] = "age_adjusted_rate"
kwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (65+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
'\nplot_params["y"] = "age_adjusted_rate"\nkwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (65+)"\nkwargs["plot_filename"] = f"working-age_{plot_params[\'color\']}_{plot_params[\'y\']}"\nplot_params.update(kwargs)\n\nsd.plot(**plot_params\n )\n'
plot_params = {"x": "year",
"color": "hhs",
"by": "ethnicity",
"scatter": False,
"rows": 1,
"data_slice": {"age_strat": "65plus"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}}}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "HHS Region"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among working-age adults (65+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among working-age adults (65+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among working-age adults (65+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
plot_params["y"] = "age_adjusted_rate"
kwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (65+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
'\nplot_params["y"] = "age_adjusted_rate"\nkwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (65+)"\nkwargs["plot_filename"] = f"working-age_{plot_params[\'color\']}_{plot_params[\'y\']}"\nplot_params.update(kwargs)\n\nsd.plot(**plot_params\n )\n'
plot_params = {"x": "year",
"color": "hhs",
"by": "race",
"scatter": False,
"rows": 1,
"data_slice": {"age_strat": "65plus"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}}}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "HHS Region"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among working-age adults (65+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among working-age adults (65+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among working-age adults (65+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
plot_params["y"] = "age_adjusted_rate"
kwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (65+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
'\nplot_params["y"] = "age_adjusted_rate"\nkwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (65+)"\nkwargs["plot_filename"] = f"working-age_{plot_params[\'color\']}_{plot_params[\'y\']}"\nplot_params.update(kwargs)\n\nsd.plot(**plot_params\n )\n'
plot_params = {"x": "year",
"color": "hhs",
"by": "ethno_race_4_cat",
"scatter": False,
"rows": 1,
"data_slice": {"age_strat": "65plus"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}}}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "HHS Region"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among working-age adults (65+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among working-age adults (65+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among working-age adults (65+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
plot_params["y"] = "age_adjusted_rate"
kwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (65+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
'\nplot_params["y"] = "age_adjusted_rate"\nkwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (65+)"\nkwargs["plot_filename"] = f"working-age_{plot_params[\'color\']}_{plot_params[\'y\']}"\nplot_params.update(kwargs)\n\nsd.plot(**plot_params\n )\n'
plot_params = {"x": "year",
"color": "hhs",
"by": "gender",
"scatter": False,
"rows": 1,
"data_slice": {"age_strat": "20plus"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}}}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "HHS Region"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among working-age adults (20+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among working-age adults (20+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among working-age adults (20+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
plot_params["y"] = "age_adjusted_rate"
kwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (20+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
'\nplot_params["y"] = "age_adjusted_rate"\nkwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (20+)"\nkwargs["plot_filename"] = f"working-age_{plot_params[\'color\']}_{plot_params[\'y\']}"\nplot_params.update(kwargs)\n\nsd.plot(**plot_params\n )\n'
plot_params = {"x": "year",
"color": "hhs",
"by": "ethnicity",
"scatter": False,
"rows": 1,
"data_slice": {"age_strat": "20plus"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}}}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "HHS Region"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among working-age adults (20+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among working-age adults (20+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among working-age adults (20+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
plot_params["y"] = "age_adjusted_rate"
kwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (20+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
'\nplot_params["y"] = "age_adjusted_rate"\nkwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (20+)"\nkwargs["plot_filename"] = f"working-age_{plot_params[\'color\']}_{plot_params[\'y\']}"\nplot_params.update(kwargs)\n\nsd.plot(**plot_params\n )\n'
plot_params = {"x": "year",
"color": "hhs",
"by": "race",
"scatter": False,
"rows": 1,
"data_slice": {"age_strat": "20plus"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}}}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "HHS Region"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among working-age adults (20+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among working-age adults (20+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among working-age adults (20+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
plot_params["y"] = "age_adjusted_rate"
kwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (20+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
'\nplot_params["y"] = "age_adjusted_rate"\nkwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (20+)"\nkwargs["plot_filename"] = f"working-age_{plot_params[\'color\']}_{plot_params[\'y\']}"\nplot_params.update(kwargs)\n\nsd.plot(**plot_params\n )\n'
plot_params = {"x": "year",
"color": "hhs",
"by": "ethno_race_4_cat",
"scatter": False,
"rows": 1,
"data_slice": {"age_strat": "20plus"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}}}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "HHS Region"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among working-age adults (20+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among working-age adults (20+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among working-age adults (20+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
plot_params["y"] = "age_adjusted_rate"
kwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (20+)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
'\nplot_params["y"] = "age_adjusted_rate"\nkwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (20+)"\nkwargs["plot_filename"] = f"working-age_{plot_params[\'color\']}_{plot_params[\'y\']}"\nplot_params.update(kwargs)\n\nsd.plot(**plot_params\n )\n'
plot_params = {"x": "year",
"color": "hhs",
"by": "gender",
"scatter": False,
"rows": 1,
"data_slice": {"age_strat": "Overall"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}}}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "HHS Region"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among working-age adults (all age groups)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among working-age adults (all age groups)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among working-age adults (all age groups)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
plot_params["y"] = "age_adjusted_rate"
kwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (all age groups)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
'\nplot_params["y"] = "age_adjusted_rate"\nkwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (all age groups)"\nkwargs["plot_filename"] = f"working-age_{plot_params[\'color\']}_{plot_params[\'y\']}"\nplot_params.update(kwargs)\n\nsd.plot(**plot_params\n )\n'
plot_params = {"x": "year",
"color": "hhs",
"by": "ethnicity",
"scatter": False,
"rows": 1,
"data_slice": {"age_strat": "Overall"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}}}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "HHS Region"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among working-age adults (all age groups)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among working-age adults (all age groups)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among working-age adults (all age groups)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
plot_params["y"] = "age_adjusted_rate"
kwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (all age groups)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
'\nplot_params["y"] = "age_adjusted_rate"\nkwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (all age groups)"\nkwargs["plot_filename"] = f"working-age_{plot_params[\'color\']}_{plot_params[\'y\']}"\nplot_params.update(kwargs)\n\nsd.plot(**plot_params\n )\n'
plot_params = {"x": "year",
"color": "hhs",
"by": "race",
"scatter": False,
"rows": 1,
"data_slice": {"age_strat": "Overall"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}}}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "HHS Region"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among working-age adults (all age groups)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among working-age adults (all age groups)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among working-age adults (all age groups)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
plot_params["y"] = "age_adjusted_rate"
kwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (all age groups)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
'\nplot_params["y"] = "age_adjusted_rate"\nkwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (all age groups)"\nkwargs["plot_filename"] = f"working-age_{plot_params[\'color\']}_{plot_params[\'y\']}"\nplot_params.update(kwargs)\n\nsd.plot(**plot_params\n )\n'
plot_params = {"x": "year",
"color": "hhs",
"by": "ethno_race_4_cat",
"scatter": False,
"rows": 1,
"data_slice": {"age_strat": "Overall"},
"second_y": {"secondary_y": True,
"y": "pop_share",
"line_param": {"dash": "dot"}}}
kwargs = {"secondary_range": [0, 100],
"secondary_ticksuffix": "%",
"hide_title": True,
"second_y_title_text": "% of the population in this age group",
"legend_text": "HHS Region"}
plot_params["y"] = "deaths"
kwargs["y_title_text"] = "Absolute count of suicides among working-age adults (all age groups)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
plot_params["y"] = "suicide_proportion"
kwargs["y_title_text"] = "Proportion of suicides occurring among working-age adults (all age groups)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
kwargs["primary_ticksuffix"] = "%"
plot_params.update(kwargs)
sd.plot(**plot_params
)
kwargs.pop("primary_ticksuffix")
plot_params.pop("primary_ticksuffix")
plot_params["y"] = "suicide_per_100k"
kwargs["y_title_text"] = "Crude suicide rate among working-age adults (all age groups)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
plot_params["y"] = "age_adjusted_rate"
kwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (all age groups)"
kwargs["plot_filename"] = f"working-age_{plot_params['color']}_{plot_params['y']}"
plot_params.update(kwargs)
sd.plot(**plot_params
)
"""
'\nplot_params["y"] = "age_adjusted_rate"\nkwargs["y_title_text"] = "Age-adjusted suicide rate among working-age adults (all age groups)"\nkwargs["plot_filename"] = f"working-age_{plot_params[\'color\']}_{plot_params[\'y\']}"\nplot_params.update(kwargs)\n\nsd.plot(**plot_params\n )\n'